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FiftyOne

Dataset visualization and exploration tool for computer vision and ML workflows.

Overview

Attribute Value
Image docker.io/voxel51/fiftyone:latest
Size ~3GB
GPU No (visualization only)
Port 5151 (default)

Quick Start

Step Command Description Recording
1 ujust fiftyone config Configure server
2 ujust fiftyone start Start server
3 ujust fiftyone status Check status

Access FiftyOne at http://localhost:5151 after starting.

Lifecycle Commands

Command Description Recording
ujust fiftyone config Configure settings
ujust fiftyone start Start server
ujust fiftyone status Check status
ujust fiftyone logs View logs
ujust fiftyone shell Open shell
ujust fiftyone stop Stop server
ujust fiftyone delete Remove config

Multiple Instances

Run multiple FiftyOne instances for different datasets:

# First instance (port 5151)
ujust fiftyone config
ujust fiftyone start

# Second instance (port 5152)
ujust fiftyone config -n 2 --port=5152
ujust fiftyone start -n 2

Features

  • Dataset visualization and exploration
  • Image and video annotation review
  • Model predictions visualization
  • Dataset filtering and querying
  • Export to various formats

Use Cases

  • Review training/validation datasets
  • Visualize model predictions
  • Identify mislabeled samples
  • Explore dataset distributions
  • Debug computer vision pipelines

See Also